Mathematical optimization is used in nearly all computer graphics applications, from computer vision to animation. This book teaches readers the core set of tec

This monograph is about discrete energy minimization for discrete graphical models. It considers graphical models, or, more precisely, maximum a posteriori infe

This book presents practical optimization techniques used in image processing and computer vision problems. Ill-posed problems are introduced and used as exampl

This book explains the theory and application of evolutionary computer vision, a new paradigm where challenging vision problems can be approached using the tech

Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics presents a new approach to numerical analysis for modern computer scientists.